SlideShare a Scribd company logo
1 of 44
Apache Cassandra: NoSQL, Yes to Scale! srisatishambati @srisatish
NoSQL- Know your queries.
points Usecases Why cassandra? Usecase: Hadoop, Brisk FUD:Consistency  Why facebook is not using Cassandra? Community, Code, Tools Q&A
Users. Netflix. Key by Customer, read-heavy Key by Customer:Movie, write-heavy
TimeSeries: (several customers) periodic readings:  dev0, dev1…deviceID:metric:timestamp ->value Metrics typically way larger dataset than users.
Why Cassandra?
Operational simplicity peer-to-peer
Operational simplicity peer-to-peer
Replication:  Multi-datacenter Multi-region ec2 Multi-availability zones
reads local dc1 dc2 Replication:  Multi-datacenter Multi-region ec2, aws Multi-availability zones
4.21.2011,  Amazon Web Services outage: “Movie marathons on Netflix awaiting AWS to come back up.”  #ec2disabled
4.21.2011,  Amazon Web Services outage: Netflix was running on AWS.
fast durable writes.  fast reads.
Writes Sequential, append-only. ~1-5ms
Reads  Local Key & row caches, (also, jna-based 0xffheap) indexes, materialized
Clients: cql, thrift pycassa, phpcassa  hector, pelops (scala, ruby, clojure)
Usecase #3: hadoop Hdfs cassandra hive Logs         stats          analytics
Brisk Truly peer-to-peer hadoop.
Namenode decomposition, explained.
Use column families (tables) inode sblock
near-real time hadoop Low latency: cassandra_dc nodes Batch Analytics: brisk_dc nodes
FUD,  acronym: fear, uncertainty, doubt.
Consistency:  R + W > N     ORACLE, 2-node: R=1, W=2, N=2,(T=2) DNS * N is replication factor. Not to be confused with T=total #of nodes
Tune-able, flexibility. For High Consistency:   read:quorum, write:quorum For High Availability:  	high W, low R.
Inbox Search:  600+cores.120+TB (2008) Went from 100-500m users. Average NoSQL deployment size: ~6-12 nodes.
Usecase #5: search Apache Solr + Cassandra = Solandra Other inbox/file Searches: xobni, c3 github.com/tjake/solandra
“Eventual consistency is harder to program.” mostly immutable data. complex systems at scale.
Miscellaneous, Myth: data-loss, partial rows. writes are durable.
Three more reasons for Cassandra...
Tools AMIs, OpsCenter, DataStax AppDynamics
B e a u t i f u l   C   0   d   e = new code(); //less is more ~90k.java.concurrent.@annotate.  bloomfilters, merkletrees. non-blocking, staged-event-driven. bigtable, dynamo.
Current & Future Focus: Distributed Counters, CQL. Simple client. operational smoothening.  compaction.
Community Robust. Rapid. # Professional support from DataStax. engineers: independent,startups, large companies, Rackspace, Twitter, Netflix.. Come join the efforts!
Usecase #4:  first NoSQL, then scale! simpledb  Cassandra mongodb Cassandra
Copyright: xkcd
Copyright: plantoys … more than one way to do it!
Summary - high scale peer-to-peer  distributed database.
Q&A @srisatish

More Related Content

What's hot

Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...
Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...
Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...DataStax
 
Cassandra for Sysadmins
Cassandra for SysadminsCassandra for Sysadmins
Cassandra for SysadminsNathan Milford
 
DataStax and Esri: Geotemporal IoT Search and Analytics
DataStax and Esri: Geotemporal IoT Search and AnalyticsDataStax and Esri: Geotemporal IoT Search and Analytics
DataStax and Esri: Geotemporal IoT Search and AnalyticsDataStax Academy
 
SSTable Reader Cassandra Day Denver 2014
SSTable Reader Cassandra Day Denver 2014SSTable Reader Cassandra Day Denver 2014
SSTable Reader Cassandra Day Denver 2014Ben Vanberg
 
Hadoop Integration in Cassandra
Hadoop Integration in CassandraHadoop Integration in Cassandra
Hadoop Integration in CassandraJairam Chandar
 
Spark application on ec2 cluster
Spark application on ec2 clusterSpark application on ec2 cluster
Spark application on ec2 clusterChao-Hsuan Shen
 
Cassandra CLuster Management by Japan Cassandra Community
Cassandra CLuster Management by Japan Cassandra CommunityCassandra CLuster Management by Japan Cassandra Community
Cassandra CLuster Management by Japan Cassandra CommunityHiromitsu Komatsu
 
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...DataStax
 
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...DataStax
 
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...Data Con LA
 
Online Analytics with Hadoop and Cassandra
Online Analytics with Hadoop and CassandraOnline Analytics with Hadoop and Cassandra
Online Analytics with Hadoop and CassandraRobbie Strickland
 
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)Spark Summit
 
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016DataStax
 
Introduction to cassandra 2014
Introduction to cassandra 2014Introduction to cassandra 2014
Introduction to cassandra 2014Patrick McFadin
 
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...DataStax Academy
 
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016DataStax
 
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...Instaclustr
 
Introduction to Cassandra
Introduction to CassandraIntroduction to Cassandra
Introduction to CassandraGokhan Atil
 
Time to Science, Time to Results. Accelerating Scientific research in the Cloud
Time to Science, Time to Results. Accelerating Scientific research in the CloudTime to Science, Time to Results. Accelerating Scientific research in the Cloud
Time to Science, Time to Results. Accelerating Scientific research in the CloudAmazon Web Services
 

What's hot (20)

Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...
Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...
Lessons from Cassandra & Spark (Matthias Niehoff & Stephan Kepser, codecentri...
 
Cassandra for Sysadmins
Cassandra for SysadminsCassandra for Sysadmins
Cassandra for Sysadmins
 
DataStax and Esri: Geotemporal IoT Search and Analytics
DataStax and Esri: Geotemporal IoT Search and AnalyticsDataStax and Esri: Geotemporal IoT Search and Analytics
DataStax and Esri: Geotemporal IoT Search and Analytics
 
SSTable Reader Cassandra Day Denver 2014
SSTable Reader Cassandra Day Denver 2014SSTable Reader Cassandra Day Denver 2014
SSTable Reader Cassandra Day Denver 2014
 
Hadoop Integration in Cassandra
Hadoop Integration in CassandraHadoop Integration in Cassandra
Hadoop Integration in Cassandra
 
Cassandra+Hadoop
Cassandra+HadoopCassandra+Hadoop
Cassandra+Hadoop
 
Spark application on ec2 cluster
Spark application on ec2 clusterSpark application on ec2 cluster
Spark application on ec2 cluster
 
Cassandra CLuster Management by Japan Cassandra Community
Cassandra CLuster Management by Japan Cassandra CommunityCassandra CLuster Management by Japan Cassandra Community
Cassandra CLuster Management by Japan Cassandra Community
 
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...
Cassandra on Mesos Across Multiple Datacenters at Uber (Abhishek Verma) | C* ...
 
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...
Optimizing Your Cluster with Coordinator Nodes (Eric Lubow, SimpleReach) | Ca...
 
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...
Big Data Day LA 2015 - Sparking up your Cassandra Cluster- Analytics made Awe...
 
Online Analytics with Hadoop and Cassandra
Online Analytics with Hadoop and CassandraOnline Analytics with Hadoop and Cassandra
Online Analytics with Hadoop and Cassandra
 
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)
Making Sense of Spark Performance-(Kay Ousterhout, UC Berkeley)
 
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016
Monitoring Cassandra at Scale (Jason Cacciatore, Netflix) | C* Summit 2016
 
Introduction to cassandra 2014
Introduction to cassandra 2014Introduction to cassandra 2014
Introduction to cassandra 2014
 
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...
Cassandra Day Atlanta 2015: Introduction to Apache Cassandra & DataStax Enter...
 
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016
C* for Deep Learning (Andrew Jefferson, Tracktable) | Cassandra Summit 2016
 
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...
Instaclustr Webinar 50,000 Transactions Per Second with Apache Spark on Apach...
 
Introduction to Cassandra
Introduction to CassandraIntroduction to Cassandra
Introduction to Cassandra
 
Time to Science, Time to Results. Accelerating Scientific research in the Cloud
Time to Science, Time to Results. Accelerating Scientific research in the CloudTime to Science, Time to Results. Accelerating Scientific research in the Cloud
Time to Science, Time to Results. Accelerating Scientific research in the Cloud
 

Viewers also liked

Cloud storage in azienda: perche` Riak ci e` piaciuto
Cloud storage in azienda: perche` Riak ci e` piaciutoCloud storage in azienda: perche` Riak ci e` piaciuto
Cloud storage in azienda: perche` Riak ci e` piaciutoBioDec
 
Cassandra - Wellington No Sql
Cassandra - Wellington No SqlCassandra - Wellington No Sql
Cassandra - Wellington No Sqlaaronmorton
 
NOSQL and Cassandra
NOSQL and CassandraNOSQL and Cassandra
NOSQL and Cassandrarantav
 
NoSQL Data Stores: Introduzione alle Basi di Dati Non Relazionali
NoSQL Data Stores: Introduzione alle Basi di Dati Non RelazionaliNoSQL Data Stores: Introduzione alle Basi di Dati Non Relazionali
NoSQL Data Stores: Introduzione alle Basi di Dati Non RelazionaliSteve Maraspin
 
Cassandra + Hadoop: Analisi Batch con Apache Cassandra
Cassandra + Hadoop: Analisi Batch con Apache CassandraCassandra + Hadoop: Analisi Batch con Apache Cassandra
Cassandra + Hadoop: Analisi Batch con Apache CassandraJeremy Hanna
 
AWS (Amazon Web Services) - Trevisan Davide
AWS (Amazon Web Services) - Trevisan DavideAWS (Amazon Web Services) - Trevisan Davide
AWS (Amazon Web Services) - Trevisan DavideDavide Trevisan
 
Eletti big data_trento_25ott14
Eletti big data_trento_25ott14Eletti big data_trento_25ott14
Eletti big data_trento_25ott14Valerio Eletti
 
Cassandra, web scale no sql data platform
Cassandra, web scale no sql data platformCassandra, web scale no sql data platform
Cassandra, web scale no sql data platformMarko Švaljek
 
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...DataStax
 
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...DataStax Academy
 
NoSQL, No Worries: Vecchi Problemi, Nuove Soluzioni
NoSQL, No Worries: Vecchi Problemi, Nuove SoluzioniNoSQL, No Worries: Vecchi Problemi, Nuove Soluzioni
NoSQL, No Worries: Vecchi Problemi, Nuove SoluzioniSteve Maraspin
 
Cassandra Data Model
Cassandra Data ModelCassandra Data Model
Cassandra Data Modelebenhewitt
 
Dynamo and BigTable - Review and Comparison
Dynamo and BigTable - Review and ComparisonDynamo and BigTable - Review and Comparison
Dynamo and BigTable - Review and ComparisonGrisha Weintraub
 
Dynamodb Presentation
Dynamodb PresentationDynamodb Presentation
Dynamodb Presentationadvaitdeo
 

Viewers also liked (19)

Seminar presentation final
Seminar presentation finalSeminar presentation final
Seminar presentation final
 
Cloud storage in azienda: perche` Riak ci e` piaciuto
Cloud storage in azienda: perche` Riak ci e` piaciutoCloud storage in azienda: perche` Riak ci e` piaciuto
Cloud storage in azienda: perche` Riak ci e` piaciuto
 
Cassandra - Wellington No Sql
Cassandra - Wellington No SqlCassandra - Wellington No Sql
Cassandra - Wellington No Sql
 
NOSQL and Cassandra
NOSQL and CassandraNOSQL and Cassandra
NOSQL and Cassandra
 
NoSQL Data Stores: Introduzione alle Basi di Dati Non Relazionali
NoSQL Data Stores: Introduzione alle Basi di Dati Non RelazionaliNoSQL Data Stores: Introduzione alle Basi di Dati Non Relazionali
NoSQL Data Stores: Introduzione alle Basi di Dati Non Relazionali
 
No SQL Cassandra
No SQL CassandraNo SQL Cassandra
No SQL Cassandra
 
Cassandra + Hadoop: Analisi Batch con Apache Cassandra
Cassandra + Hadoop: Analisi Batch con Apache CassandraCassandra + Hadoop: Analisi Batch con Apache Cassandra
Cassandra + Hadoop: Analisi Batch con Apache Cassandra
 
NoSql - Key Value
NoSql - Key ValueNoSql - Key Value
NoSql - Key Value
 
AWS (Amazon Web Services) - Trevisan Davide
AWS (Amazon Web Services) - Trevisan DavideAWS (Amazon Web Services) - Trevisan Davide
AWS (Amazon Web Services) - Trevisan Davide
 
Eletti big data_trento_25ott14
Eletti big data_trento_25ott14Eletti big data_trento_25ott14
Eletti big data_trento_25ott14
 
Cassandra, web scale no sql data platform
Cassandra, web scale no sql data platformCassandra, web scale no sql data platform
Cassandra, web scale no sql data platform
 
Cassandra ppt 1
Cassandra ppt 1Cassandra ppt 1
Cassandra ppt 1
 
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...
C* Keys: Partitioning, Clustering, & CrossFit (Adam Hutson, DataScale) | Cass...
 
Introduzione a Riak
Introduzione a RiakIntroduzione a Riak
Introduzione a Riak
 
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...
Cassandra Community Webinar: Apache Spark Analytics at The Weather Channel - ...
 
NoSQL, No Worries: Vecchi Problemi, Nuove Soluzioni
NoSQL, No Worries: Vecchi Problemi, Nuove SoluzioniNoSQL, No Worries: Vecchi Problemi, Nuove Soluzioni
NoSQL, No Worries: Vecchi Problemi, Nuove Soluzioni
 
Cassandra Data Model
Cassandra Data ModelCassandra Data Model
Cassandra Data Model
 
Dynamo and BigTable - Review and Comparison
Dynamo and BigTable - Review and ComparisonDynamo and BigTable - Review and Comparison
Dynamo and BigTable - Review and Comparison
 
Dynamodb Presentation
Dynamodb PresentationDynamodb Presentation
Dynamodb Presentation
 

Similar to Cassandra at no_sql

MySQL Cluster Scaling to a Billion Queries
MySQL Cluster Scaling to a Billion QueriesMySQL Cluster Scaling to a Billion Queries
MySQL Cluster Scaling to a Billion QueriesBernd Ocklin
 
Spinnaker VLDB 2011
Spinnaker VLDB 2011Spinnaker VLDB 2011
Spinnaker VLDB 2011sandeep_tata
 
Cassandra & Python - Springfield MO User Group
Cassandra & Python - Springfield MO User GroupCassandra & Python - Springfield MO User Group
Cassandra & Python - Springfield MO User GroupAdam Hutson
 
Spring one2gx2010 spring-nonrelational_data
Spring one2gx2010 spring-nonrelational_dataSpring one2gx2010 spring-nonrelational_data
Spring one2gx2010 spring-nonrelational_dataRoger Xia
 
On Rails with Apache Cassandra
On Rails with Apache CassandraOn Rails with Apache Cassandra
On Rails with Apache CassandraStu Hood
 
Breakthrough OLAP performance with Cassandra and Spark
Breakthrough OLAP performance with Cassandra and SparkBreakthrough OLAP performance with Cassandra and Spark
Breakthrough OLAP performance with Cassandra and SparkEvan Chan
 
Apache cassandra and spark. you got the the lighter, let's start the fire
Apache cassandra and spark. you got the the lighter, let's start the fireApache cassandra and spark. you got the the lighter, let's start the fire
Apache cassandra and spark. you got the the lighter, let's start the firePatrick McFadin
 
Apache Cassandra Lunch #72: Databricks and Cassandra
Apache Cassandra Lunch #72: Databricks and CassandraApache Cassandra Lunch #72: Databricks and Cassandra
Apache Cassandra Lunch #72: Databricks and CassandraAnant Corporation
 
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, Scala
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, ScalaLambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, Scala
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, ScalaHelena Edelson
 
5266732.ppt
5266732.ppt5266732.ppt
5266732.ppthothyfa
 
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...DataStax Academy
 
Kafka spark cassandra webinar feb 16 2016
Kafka spark cassandra   webinar feb 16 2016 Kafka spark cassandra   webinar feb 16 2016
Kafka spark cassandra webinar feb 16 2016 Hiromitsu Komatsu
 
Kafka spark cassandra webinar feb 16 2016
Kafka spark cassandra   webinar feb 16 2016 Kafka spark cassandra   webinar feb 16 2016
Kafka spark cassandra webinar feb 16 2016 Hiromitsu Komatsu
 
Developing with Cassandra
Developing with CassandraDeveloping with Cassandra
Developing with CassandraSperasoft
 
Using Cassandra with your Web Application
Using Cassandra with your Web ApplicationUsing Cassandra with your Web Application
Using Cassandra with your Web Applicationsupertom
 
Big data vahidamiri-tabriz-13960226-datastack.ir
Big data vahidamiri-tabriz-13960226-datastack.irBig data vahidamiri-tabriz-13960226-datastack.ir
Big data vahidamiri-tabriz-13960226-datastack.irdatastack
 

Similar to Cassandra at no_sql (20)

MySQL Cluster Scaling to a Billion Queries
MySQL Cluster Scaling to a Billion QueriesMySQL Cluster Scaling to a Billion Queries
MySQL Cluster Scaling to a Billion Queries
 
Spinnaker VLDB 2011
Spinnaker VLDB 2011Spinnaker VLDB 2011
Spinnaker VLDB 2011
 
Cassandra & Python - Springfield MO User Group
Cassandra & Python - Springfield MO User GroupCassandra & Python - Springfield MO User Group
Cassandra & Python - Springfield MO User Group
 
Netflix and Open Source
Netflix and Open SourceNetflix and Open Source
Netflix and Open Source
 
Spring one2gx2010 spring-nonrelational_data
Spring one2gx2010 spring-nonrelational_dataSpring one2gx2010 spring-nonrelational_data
Spring one2gx2010 spring-nonrelational_data
 
On Rails with Apache Cassandra
On Rails with Apache CassandraOn Rails with Apache Cassandra
On Rails with Apache Cassandra
 
Breakthrough OLAP performance with Cassandra and Spark
Breakthrough OLAP performance with Cassandra and SparkBreakthrough OLAP performance with Cassandra and Spark
Breakthrough OLAP performance with Cassandra and Spark
 
Apache cassandra and spark. you got the the lighter, let's start the fire
Apache cassandra and spark. you got the the lighter, let's start the fireApache cassandra and spark. you got the the lighter, let's start the fire
Apache cassandra and spark. you got the the lighter, let's start the fire
 
Apache Cassandra Lunch #72: Databricks and Cassandra
Apache Cassandra Lunch #72: Databricks and CassandraApache Cassandra Lunch #72: Databricks and Cassandra
Apache Cassandra Lunch #72: Databricks and Cassandra
 
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, Scala
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, ScalaLambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, Scala
Lambda Architecture with Spark Streaming, Kafka, Cassandra, Akka, Scala
 
5266732.ppt
5266732.ppt5266732.ppt
5266732.ppt
 
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...
C* Summit 2013: Netflix Open Source Tools and Benchmarks for Cassandra by Adr...
 
Kafka spark cassandra webinar feb 16 2016
Kafka spark cassandra   webinar feb 16 2016 Kafka spark cassandra   webinar feb 16 2016
Kafka spark cassandra webinar feb 16 2016
 
Kafka spark cassandra webinar feb 16 2016
Kafka spark cassandra   webinar feb 16 2016 Kafka spark cassandra   webinar feb 16 2016
Kafka spark cassandra webinar feb 16 2016
 
Developing with Cassandra
Developing with CassandraDeveloping with Cassandra
Developing with Cassandra
 
Using Cassandra with your Web Application
Using Cassandra with your Web ApplicationUsing Cassandra with your Web Application
Using Cassandra with your Web Application
 
Big data vahidamiri-tabriz-13960226-datastack.ir
Big data vahidamiri-tabriz-13960226-datastack.irBig data vahidamiri-tabriz-13960226-datastack.ir
Big data vahidamiri-tabriz-13960226-datastack.ir
 
NoSql Database
NoSql DatabaseNoSql Database
NoSql Database
 
Cassandra Redis
Cassandra RedisCassandra Redis
Cassandra Redis
 
Cassandra
CassandraCassandra
Cassandra
 

More from srisatish ambati

H2O Open Dallas 2016 keynote for Business Transformation
H2O Open Dallas 2016 keynote for Business TransformationH2O Open Dallas 2016 keynote for Business Transformation
H2O Open Dallas 2016 keynote for Business Transformationsrisatish ambati
 
Digital Transformation with AI and Data - H2O.ai and Open Source
Digital Transformation with AI and Data - H2O.ai and Open SourceDigital Transformation with AI and Data - H2O.ai and Open Source
Digital Transformation with AI and Data - H2O.ai and Open Sourcesrisatish ambati
 
Top 10 Performance Gotchas for scaling in-memory Algorithms.
Top 10 Performance Gotchas for scaling in-memory Algorithms.Top 10 Performance Gotchas for scaling in-memory Algorithms.
Top 10 Performance Gotchas for scaling in-memory Algorithms.srisatish ambati
 
Cacheconcurrencyconsistency cassandra svcc
Cacheconcurrencyconsistency cassandra svccCacheconcurrencyconsistency cassandra svcc
Cacheconcurrencyconsistency cassandra svccsrisatish ambati
 
Svccg nosql 2011_sri-cassandra
Svccg nosql 2011_sri-cassandraSvccg nosql 2011_sri-cassandra
Svccg nosql 2011_sri-cassandrasrisatish ambati
 
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...srisatish ambati
 
How to Stop Worrying and Start Caching in Java
How to Stop Worrying and Start Caching in JavaHow to Stop Worrying and Start Caching in Java
How to Stop Worrying and Start Caching in Javasrisatish ambati
 
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...srisatish ambati
 
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)srisatish ambati
 

More from srisatish ambati (11)

H2O Open Dallas 2016 keynote for Business Transformation
H2O Open Dallas 2016 keynote for Business TransformationH2O Open Dallas 2016 keynote for Business Transformation
H2O Open Dallas 2016 keynote for Business Transformation
 
Digital Transformation with AI and Data - H2O.ai and Open Source
Digital Transformation with AI and Data - H2O.ai and Open SourceDigital Transformation with AI and Data - H2O.ai and Open Source
Digital Transformation with AI and Data - H2O.ai and Open Source
 
Top 10 Performance Gotchas for scaling in-memory Algorithms.
Top 10 Performance Gotchas for scaling in-memory Algorithms.Top 10 Performance Gotchas for scaling in-memory Algorithms.
Top 10 Performance Gotchas for scaling in-memory Algorithms.
 
Cacheconcurrencyconsistency cassandra svcc
Cacheconcurrencyconsistency cassandra svccCacheconcurrencyconsistency cassandra svcc
Cacheconcurrencyconsistency cassandra svcc
 
Jvm goes big_data_sfjava
Jvm goes big_data_sfjavaJvm goes big_data_sfjava
Jvm goes big_data_sfjava
 
jvm goes to big data
jvm goes to big datajvm goes to big data
jvm goes to big data
 
Svccg nosql 2011_sri-cassandra
Svccg nosql 2011_sri-cassandraSvccg nosql 2011_sri-cassandra
Svccg nosql 2011_sri-cassandra
 
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...
Cache is King ( Or How To Stop Worrying And Start Caching in Java) at Chicago...
 
How to Stop Worrying and Start Caching in Java
How to Stop Worrying and Start Caching in JavaHow to Stop Worrying and Start Caching in Java
How to Stop Worrying and Start Caching in Java
 
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...
JavaOne 2010: Top 10 Causes for Java Issues in Production and What to Do When...
 
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)
ApacheCon2010: Cache & Concurrency Considerations in Cassandra (& limits of JVM)
 

Recently uploaded

Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 

Recently uploaded (20)

Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 

Cassandra at no_sql